IDEAS home Printed from https://ideas.repec.org/a/eee/teinso/v81y2025ics0160791x2500051x.html
   My bibliography  Save this article

Deciphering dynamic effects of mobile app addiction, privacy concern and cognitive overload on subjective well-being and academic expectancy: The pivotal function of perceived technostress

Author

Listed:
  • Pang, Hua
  • Wang, Yi

Abstract

The burgeoning realm of mobile-assisted learning has garnered substantial scholarly and educational attention, attributable to its remarkably swift evolution and ubiquitous deployment. However, a conspicuous lacuna persists in scholarly inquiry regarding the dark side, particularly the adverse responses manifested by university students within higher education contexts. This study pioneers the application of the SSO framework to investigate university students' technostress in the context of mobile-assisted learning, addressing a critical gap in existing literature that predominantly focuses on corporate or faculty populations. Through the systematic analysis of statistics from 605 university students in mainland China, the conceptual model is empirically validated. Results demonstrate that mobile app addiction, privacy concern, and cognitive overload have statistically significant correlations with perceived technostress. Notably, privacy concern emerged as the strongest predictor of perceived technostress, a finding that challenges conventional assumptions about mobile app addiction as the primary stressor. Moreover, this current study discerns perceived technostress as a significant catalyst for attenuating subjective well-being and academic expectancy among university students. Significantly, mobile app addiction and privacy concern indirectly forecast subjective well-being, with perceived technostress serving as a critical mediator in this pathway. These insights offer actionable strategies for educators and app designers to mitigate technostress, thereby enhancing students’ well-being and academic expectancy. This study enriches the theoretical understanding of the adverse effects of mobile platforms on students and provides guidance for targeted interventions to reduce the negative impacts of mobile applications in educational settings.

Suggested Citation

  • Pang, Hua & Wang, Yi, 2025. "Deciphering dynamic effects of mobile app addiction, privacy concern and cognitive overload on subjective well-being and academic expectancy: The pivotal function of perceived technostress," Technology in Society, Elsevier, vol. 81(C).
  • Handle: RePEc:eee:teinso:v:81:y:2025:i:c:s0160791x2500051x
    DOI: 10.1016/j.techsoc.2025.102861
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0160791X2500051X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techsoc.2025.102861?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Singh, Pallavi & Bala, Hillol & Dey, Bidit Lal & Filieri, Raffaele, 2022. "Enforced remote working: The impact of digital platform-induced stress and remote working experience on technology exhaustion and subjective wellbeing," Journal of Business Research, Elsevier, vol. 151(C), pages 269-286.
    2. Cong Qi, 2019. "A double-edged sword? Exploring the impact of students’ academic usage of mobile devices on technostress and academic performance," Behaviour and Information Technology, Taylor & Francis Journals, vol. 38(12), pages 1337-1354, December.
    3. Alzaidi, Maram Saeed & Agag, Gomaa, 2022. "The role of trust and privacy concerns in using social media for e-retail services: The moderating role of COVID-19," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).
    4. Roy Thurik & Alexandre Benzari & Christian Fisch & Jinia Mukerjee & Olivier Torrès, 2024. "Techno-overload and well-being of French small business owners: identifying the flipside of digital technologies," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 36(1-2), pages 136-161, January.
    5. Dhir, Amandeep & Kaur, Puneet & Chen, Sufen & Pallesen, Ståle, 2019. "Antecedents and consequences of social media fatigue," International Journal of Information Management, Elsevier, vol. 48(C), pages 193-202.
    6. Adeel Luqman & Ayesha Masood & Fakhar Shahzad & Muhammad Shahbaz & Yang Feng, 2021. "Untangling the adverse effects of late-night usage of smartphone-based SNS among University students," Behaviour and Information Technology, Taylor & Francis Journals, vol. 40(15), pages 1671-1687, November.
    7. Miha Dominko & Miroslav Verbič, 2019. "The Economics of Subjective Well-Being: A Bibliometric Analysis," Journal of Happiness Studies, Springer, vol. 20(6), pages 1973-1994, August.
    8. Abbasi, Ghazanfar A & Jagaveeran, Mahavithya & Goh, Yen-Nee & Tariq, Beenish, 2021. "The impact of type of content use on smartphone addiction and academic performance: Physical activity as moderator," Technology in Society, Elsevier, vol. 64(C).
    9. Xiumei Ma & Yongqiang Sun & Xitong Guo & Kee-hung Lai & Doug Vogel, 2022. "Understanding users’ negative responses to recommendation algorithms in short-video platforms: a perspective based on the Stressor-Strain-Outcome (SSO) framework," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(1), pages 41-58, March.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jabeen, Fauzia & Tandon, Anushree & Azad, Nasreen & Islam, A.K.M. Najmul & Pereira, Vijay, 2023. "The dark side of social media platforms: A situation-organism-behaviour-consequence approach," Technological Forecasting and Social Change, Elsevier, vol. 186(PA).
    2. Sharma, Manu & Kaushal, Deepak & Joshi, Sudhanshu, 2023. "Adverse effect of social media on generation Z user's behavior: Government information support as a moderating variable," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    3. Cheng, Junjun & Chen, Bo & Huang, Zihang, 2023. "Collective-based ad transparency in targeted hotel advertising: Consumers’ regulatory focus underlying the crowd safety effect," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    4. Alshehri, Abdullah, 2025. "When the recipe is more important than the ingredients, understanding factors affecting customer loyalty in unmanned convenience store using fsQCA," Journal of Retailing and Consumer Services, Elsevier, vol. 82(C).
    5. Jinjie Li & Jiayin Qi & Lianren Wu & Nan Shi & Xu Li & Yuxin Zhang & Yinyin Zheng, 2021. "The Continued Use of Social Commerce Platforms and Psychological Anxiety—The Roles of Influencers, Informational Incentives and FoMO," IJERPH, MDPI, vol. 18(22), pages 1-19, November.
    6. Shahzad, Khuram & Ashfaq, Muhammad & Zafar, Abaid Ullah & Basahel, Sarah, 2024. "Is the future of the metaverse bleak or bright? Role of realism, facilitators, and inhibitors in metaverse adoption," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    7. Xizi Wang & Yakun Ma & Guangwei Hu, 2024. "Mobile Platforms as the Alleged Culprit for Work–Life Imbalance: A Data-Driven Method Using Co-Occurrence Network and Explainable AI Framework," Sustainability, MDPI, vol. 16(18), pages 1-22, September.
    8. Sarkar, Mitali & Ganguly, Baishakhi & Dem, Himani & Pramanik, Moumita & Sarkar, Biswajit & Bar, Nilkamal & Pareek, Sarla & Cárdenas-Barrón, Leopoldo Eduardo, 2024. "Risk due to insufficient retail service management considering satisfaction level for distributor and consumer," Journal of Retailing and Consumer Services, Elsevier, vol. 81(C).
    9. Shweta Sunil & Manoj Kumar Sharma & Senthil Amudhan & Nitin Anand & Nisha John, 2022. "Social media fatigue: Causes and concerns," International Journal of Social Psychiatry, , vol. 68(3), pages 686-692, May.
    10. Sohani, Sahar & Barman, Tuli & Sarkar, Biswajit & Gunasekaran, Angappa & Pareek, Sarla, 2024. "Retail management policy through firefly algorithm under uncertainty using Dempster-Shafer theory for production firm," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    11. Zhou, Qiwei & Chen, Keyu & Cheng, Shuang, 2024. "Bringing employee learning to AI stress research: A moderated mediation model," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    12. Davoudi, Zahra & Seifbarghy, Mehdi & Sarkar, Mitali & Sarkar, Biswajit, 2023. "Effect of bargaining on pricing and retailing under a green supply chain management," Journal of Retailing and Consumer Services, Elsevier, vol. 73(C).
    13. Ginbert P. Cuaton & Laurence L. Delina, 2022. "Two decades of rice research in Indonesia and the Philippines: A systematic review and research agenda for the social sciences," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-21, December.
    14. Zhou, Chi & Bai, Danyang & Li, Tieshan & Yu, Jing, 2025. "Personalized recommendation, behavior-based pricing, or both? Examining privacy concerns from a cost perspective," Omega, Elsevier, vol. 133(C).
    15. Haipeng Zhao & Fumitaka Furuoka, 2025. "Linking social capital to green purchasing intentions in livestreaming sessions: the moderating role of perceived visible heterogeneity," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-17, December.
    16. Kautish, Pradeep & Lim, Weng Marc & Lavuri, Rambabu, 2025. "Values, wellbeing, and job satisfaction in telework: Evidence from IT-enabled service firms," Technology in Society, Elsevier, vol. 80(C).
    17. Junyi Chai, 2023. "Subjective Happiness in Behavioral Contracts," Journal of Happiness Studies, Springer, vol. 24(7), pages 2245-2260, October.
    18. Mohammad Alamgir Hossain & Shahriar Akter & Md. Fosiul Ahsan & Jashim Uddin Ahmed & Shahadat Khan, 2024. "From Caterpillar to Butterfly: Social Media Engagement of the Socially Excluded Third-Gender People in Bangladesh," Information Systems Frontiers, Springer, vol. 26(4), pages 1475-1494, August.
    19. Huang, Yung-Chuan, 2023. "Integrated concepts of the UTAUT and TPB in virtual reality behavioral intention," Journal of Retailing and Consumer Services, Elsevier, vol. 70(C).
    20. Jiatong Wang & Yong Xiong & Majid Murad & Naveed Iqbal Chaudhary & Hira Waqar, 2023. "Role of Online Time-Spatial Job Crafting and Leisure Crafting on Remote Work Performance through Tele-Pressure and Techno-Self-Efficacy," Sustainability, MDPI, vol. 15(15), pages 1-14, August.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:teinso:v:81:y:2025:i:c:s0160791x2500051x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/technology-in-society .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.